Building Trinetra: A Deepfake Forensic Analyzer — From CUDA OOM to a Full AI Ecosystem

Article automatically generated from technical news.

TL;DR: As a 2nd-year AIML student, I built Trinetra — a hybrid deepfake forensic analyzer combining EfficientNet-B4 + LSTM with explainable AI (Grad-CAM, ELA, landmark jitter). This is the honest story of deleted Git repos, CUDA OOM meltdowns, and finally building something that works. 🤡 The Reality Check: Expectation vs. Training Loss As a 2nd-year AIML student, there comes a moment when you move past